Brain Tumor Segmentation on BraTS 2023 (Dice/mIoU by Sequence)
66.28Dice Score (T1C)UAMSA-UNet
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| UAMSA-UNetTR (sec) T1C=9967, IT (ms) T1C=2.1, TR (sec) T2 FLAIR=10004, IT (ms) T2 FLAIR=2.1, TR (sec) T2W=10078, IT (ms) T2W=2.2, PWR (W)=300, MU (GB)=25.22, FLOPs (G)=52.022026.01 | 66.28 | 56.86 | 77.4 | 70.46 | 77.45 | 70.2 | |
| UNet++TR (sec) T1C=3502, IT (ms) T1C=14.3, TR (sec) T2 FLAIR=3496, IT (ms) T2 FLAIR=13.6, TR (sec) T2W=3521, IT (ms) T2W=13.6, PWR (W)=250, MU (GB)=24.73, FLOPs (G)=66.182026.01 | 65.92 | 53.14 | 76.65 | 69.52 | 74.24 | 66.65 | |
| Att. UNetTR (sec) T1C=8136, IT (ms) T1C=14.5, TR (sec) T2 FLAIR=7885, IT (ms) T2 FLAIR=14.3, TR (sec) T2W=1778, IT (ms) T2W=13.0, PWR (W)=200, MU (GB)=24.60, FLOPs (G)=84.182026.01 | 64.71 | 54.15 | 75.33 | 68.79 | 71.63 | 66.7 | |
| UNetTR (sec) T1C=8476, IT (ms) T1C=13.6, TR (sec) T2 FLAIR=8488, IT (ms) T2 FLAIR=13.8, TR (sec) T2W=1560, IT (ms) T2W=13.8, PWR (W)=190, MU (GB)=24.83, FLOPs (G)=90.52026.01 | 63.15 | 54.21 | 70.46 | 68.28 | 70.33 | 64.72 |